abhishekBiradar/neuro-rl-environment

NeuroRL Environment

A non-stationary neural decoding environment for brain-computer interface research.

Simulates Poisson spike trains from 20 cortical neurons across 7 motor intents, with sinusoidal drift that forces continuous adaptation.

API

Step request body

{
  "action": {
    "intent": "move_left",
    "confidence": 0.85,
    "reasoning": "channels 0-4 fire above 130 Hz",
    "signal_features": ["ch0_power", "ch1_power"]
  }
}